Activity Recognition on CholecT50
Metric: Mean AP (higher is better)
Metric: Mean AP (higher is better)
| # | Model↕ | Mean AP▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Rendezvous (TensorFlow v1) | 29.9 | No | Rendezvous: Attention Mechanisms for the Recogni... | 2021-09-07 | Code |
| 2 | Rendezvous (PyTorch) | 29.5 | No | Data Splits and Metrics for Method Benchmarking ... | 2022-04-11 | Code |
| 3 | Attention Tripnet (TensorFlow v1) | 23.4 | No | Rendezvous: Attention Mechanisms for the Recogni... | 2021-09-07 | Code |
| 4 | Attention Tripnet (PyTorch) | 23.3 | No | Data Splits and Metrics for Method Benchmarking ... | 2022-04-11 | Code |
| 5 | Tripnet (PyTorch) | 21.6 | No | Data Splits and Metrics for Method Benchmarking ... | 2022-04-11 | Code |
| 6 | Tripnet (TensorFlow v1) | 20 | No | Recognition of Instrument-Tissue Interactions in... | 2020-07-10 | Code |